{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Tutorial 2a  - Tracing and Analyzing Rays"
   ]
  },
  {
   "cell_type": "markdown",
    "metadata": {},
    "source": [
     "The 2D visualization is now interactive! You can hover over surfaces, lenses, and ray bundles to get more information. You can also customize the look and feel of the plots using themes. See the gallery for an example of how to use themes."
    ]
   },
   {
    "cell_type": "markdown",
   "metadata": {
    "tags": [
     "nbsphinx-toctree"
    ]
   },
   "source": [
    "### May 2024"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This tutorial shows how to trace rays through a system, and how ray information can be retrieved and analyzed."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "\n",
    "from optiland import distribution\n",
    "from optiland.samples.objectives import ReverseTelephoto"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "lens = ReverseTelephoto()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x400 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lens.draw()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "First, we'll take a look at a few different pupil grids that we can trace through the system. Note that each distribution has `x` and `y` attributes, which are NumPy arrays containing the points of the distribution."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "dist_rand = distribution.RandomDistribution(seed=None)\n",
    "dist_rand.generate_points(num_points=100)\n",
    "dist_rand.view()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Note that for a uniform distribution, we define the number of points along one axis."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "dist_uniform = distribution.UniformDistribution()\n",
    "dist_uniform.generate_points(num_points=15)\n",
    "dist_uniform.view()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The next distribution is the Gaussian qaudrature, which is an optimized grid for lens design based on the following paper. Essentially, this grid probes the pupil in such a way so as to accurately determine the wavefront while minimizing the number of rays traced.\n",
    "\n",
    "G. W. Forbes, \"Optical system assessment for design: numerical ray tracing in the Gaussian pupil,\" J. Opt. Soc. Am. A 5, 1943-1956 (1988)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "dist_quad = distribution.GaussianQuadrature(is_symmetric=False)\n",
    "dist_quad.generate_points(num_rings=6)\n",
    "dist_quad.view()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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ISmZEiRlpFLyZTsGMNv0qAi9rVmD8eOD334FChYA9e4A6dYCRI4H4eLN7R2wGhSVCrIL4aAwfrmuRDh8GSpcG1qwB3n1XF5r8BG8WUnUOV/dWOgUz2jTwyyK1LVroqQWefFK/Rt5+G3jsMeDcObN7RmwEzXBugGY4ctecOaPKQigNkiAO3fJW7SfjycwosRs3biA0NNThaB0XF4dMmTJ5pC0z2rRNBJ48qr77Ts/FJI7gomn9+WcgPNzsnhEfhtFwXoTCErkrIiOBtm2BqCggWzY9XFqEJT+CUWKew3bHdvt2oF07PUo0NBSQDODdu+t16AhxEfosEWJRkviVSFh0/fq6oFS+PLBxo98JSgKjxDyH7Y5ttWpyEQFPPAHExQE9ewIvvqg7hPub3xaxDBSWCPEy4leyZsUKXOvaVb/J37ih+2D89Rdw773wRzp27IiNIgimgKyX7SRj2PLYhoUBc+bo+ZjEgf777/VyKQcP+qffFjEdpv4lxAs4+5UsnzEDyyQbwI4datuJHj1wc9AglJQHgA2Q6LCEhATHnLgPWx1bEZLeeguoXRvxzzyDoO3bcatmTRxONMfNnDkTnTt39i+/LWIaPqdZGj9+PEqVKoXMmTOjTp06+EvexlPh4YcfVg+n5FOrVq0c+3Tp0uW27c2bN/fSryF2QcZsrVq18GLNmlh07hwaSColAI9L1fVvv0WpMmXg75gZJebv2PrYNmqEEmfPQp4EwTEx+OniRYgu7cyZM+o4yHUn1x8httEs/fjjj+jXr5+6GYig9Pnnn6NZs2bYt29fijeF2bNnqygUg3PnzqFatWp4WmoOOSHC0XcSZZGIpyNliP0Qv5GpnTphVkICxIVwN4A2APYn+pVMFt8lP6dYsWI4fPiwI0qsR48eXolMswN2P7ajpk1D086dMSk+Hk/J9QagnKZhuI2uL+JZfEpYGjNmDLp3744Xxc8DEjQUgd9++w2TJk3CoEGDbts/T7ICjKKWzZo1623CktxQ5C2MEE/R8eZNPCeaSwCSHKBtombJ8CuxS2Zn54e3PNTt8jD3BnY+tuKXVblyZdSqWRMjAbwF4P8ASFGg+1avRo26dc3uIvFxfMYMJ29JUi6gadOmjnVil5fl9VJHKB1MnDgR7du3RzYJz3Zi5cqVSjNVsWJFvPLKK0oDdaccKhJu6DwRkiISlSSJJl98EQHx8eqNt2VAgBKUvJnZmRA7IDGAbwcGorvkeAXwgmiYXn2VCSzJXeMzd2txjo2Pj0fBggWTrJflU6dO3fH/xbfp77//Rrdu3W4zwUn0xLJly/Dxxx/jzz//VIndpK3UGDlypMrLYEzFixe/i19G/JabNwEZb/8n77jApddew4CCBVGlVi37+ZUQ4kW/rVoREehToQIuBQQgx9atQL16EmVhdheJL6P5CMePH5eXBm3dunVJ1g8YMECrXbv2Hf+/R48eWpUqVe6438GDB1U7S5cuTXWf2NhYLSYmxjFFRUWp/5HPhCguX9a0Zs1Er6RpgYGaFhHhGDsJCQnqs8xl2Sps2rRJa9SokZoT4ovjJfn1dWPrVk0rWVK/DosV07R9+8zuIrEY8txOz/PbZzRLEvoZFBSE06dPJ1kvy3fyN7p69aryV+oqeW3uQJkyZVRbBw4cSHUf8QWQTJ/OEyEOYmKAZs2AxYv1YqDz5+uJ8xLHjpFx2Wp+JcxPQ3x9vCS/vkKlIPXatUClSsCxY3rdRckAToiL+IywJFEeol4Vc5mB5BGR5XqiYk2Dn376SfkZPZ+OzMjHjh1TPkuFCxd2S7+JzbhwAXjkEWDdOj1xntR6c0pVYcX8T+ILuGXLFhVtKsiLhSzLetlOiE+Pl6JFgVWrgBo1gOhoySkDbNhgdq+Ij+FTteHk4pQkY9988w1q166tUgfMmjULe/fuVb5LnTp1QtGiRZVPkTMNGjRQ6+WidubKlSsYPnw42rVrp7RTBw8exMCBA3H58mXs3Lkz3W/9rA1HFGfP6oLStm1A3rzA0qWAvNlaGNvVFSP2HS8XL+ovLvIiI0E+ovFt3NjsXhGT8cvacM8++yxGjx6NoUOHonr16ti2bRsWLVrkcPo+evQoTp48meR/JAfTmjVrUjTBiVlvx44deOKJJ1ChQgW1j2ivVq9ebSnzCPEBxDwsb6wiKInD9sqVlheUbFlXjNh3vIim948/AImovnoVaNkSWLDA7F4RH8GnNEtWhZolm3P8ONCkiUjmQJEigJiKxUfCRxATirwkJEfMKnbJ/0RsNF5iY4H27YF580TC02vMSW1GYksu+aNmiRDLIU6jDRvqglKJErpvhA8JSs4YeZ+Y/4n49XjJnFkcWcVUAdy6BTz1lG4yJyQNfGyUE2IxH6VHH1WVzlG6tC4olZWcwb6FreuKEXuOl5AQQKL4WreWLMP6fM0as3tFLAzNcG6AZjgbIlnbxTk0MlIKc+k3Wh+uai7RokZdMbkl2KmuGLHxeDEEJUnzkSOHbkIPDze7V8SL0AxHiKe4fh14/HFdUMqXD1iyxKcFJavnfzKbzZs3o3HjxmpO/Gy8SL9nz9ZN6Zcv6/nRduwwu1fEglBYIsTVEiZSiFlMbvImumiRz/ooEd9NvkjciCSO/fVXQIrtGnnS9u41u1fEYtAM5wZohrMJCQnACy8AM2boTqKiun/oIbN7RTyAJFeUepSiNZFakdHR0conZ+HChcrsJFn+S/q4NpGkkIepUSM9/YfU+5TElRLdSvya9D6/KSy5AQpLNkAuk169gPHj9XBjCTuWPC3EL/Hp5Isk45w5Azz4IPDPP4CkQfjzTyB7drN7RTwIfZYIcaO/SlT//rqgJA/RKVMoKPm5/5DZyRfpJ2US+fMDCxfq8y1bVD6mzRs28FwQCkuE3MlfJduKFSj62Wf6ik8+ATp0MLtbtsVb/kMdO3bExo0bU9wm62W7J6GflImUKaOXQhFT+2+/4XqPHjwXBPqrEyEkRX+VndOm4dfEt4qzbdviSMOGyHfkCP1VTDofzsVbpU6kN/yHJOmiFO025v76O8l/HClcGLeGD0eZQYPQYOdOvAFgOs+FraHPkhugz5J/+qsUEi0CgBIAlgFoDuBW4j68bPzff+jYsWMIDw9H8eLFVd3IiRMnIioqCps2bUIxya3lZugnZR2McyFC0hiJ7QDwDIBfnPbhufAP6LNESAYRf5QcQUGYlygoSRDxU4mCkpnFQu3qx2KW/5AIRIcPH1Zmt549e6q5LHtCULKCn5SVMHusG+dCjO9fJj4oxQh3vw3PBUlENEvk7oiJiZE7mpoTPyA+XjvfpIk8prSzgFYWUOdXpsjISNO61atXL9WH3r17a3ZDjrtxDmCR8+EJ7PI7fWGsG+ciCNB+1eNhtcOAtm3pUtP6RMx7ftNniZDkjBqF3MuWIQ5Au4AAHNQ0j/urpAb9WMzxHzIbu/xOXxjrWmAgnk9IwCYA5QHkfucd4OGHgaAgr/eFmAeFJUKcWbkSkJshgLdz5sS1ihUR4eSv4u1ioaVKlbrNj+LMmTOqeKmdfCeM4q3J/Yd8qnhrOrDL7/SFsZ78XAwdNw4Td+9GTomSHDoUGDHCa30hPuTgfeLECRRhNtMUoYO3n3DyJFCjBnD6NNC5M25ERCA0sQaWWcVCp0+fji5duuDWLcO1/D/Ed2Ly5MkeD2O3Cn5TvPUO2OV3+sJYT34ubk2dipDOnfWNc+fqRXiJT+P2DN65c+fG+PHj8dxzz7mzn34BhSU/QG7QTZroNd+qVNFLHUjNKAuwZcuWJG/XBpGRkbhfsgwT4if4xFjv2xf44gtA7vWbNgEVKpjdI2KlaLgRI0aoiJCnn34a58+fv5u+EWI93n33v+K4P/9sGUHJGfFfcZ4T4q9YeqxLYtoGDeQpC7RtC1y5YnaPiBdI90h89dVXsWPHDpw7dw733HMPfpUqzYT4AzKWP/5Y/zxxouXeFA3fCXnjjoiIUHNZtoofi9lh3sR/zp/Vx7oiJASYNQsoXBjYvRvo08fsHhGrJqX88ssv8cYbb6By5cqOvCDOalS7QTOcD3PkCFC9ul5xXG56n38OK2JlP5bevXtj3Lhxav6FmCeIT2G182flsZ4EKbLbqJGeVOCXX4AnnzS7R8QKPkvO4Z0vvvgi/v77b2WWSy4sDRs2DHaDwpKPIiHZjRvrN706dXQzXGio2b3yuTDvFi1aIDo6Wr39L1y40JYpDXwNnj83MXgw8NFHQJ48wI4dQNGiZveIWEFYmjBhAvr374+mTZvim2++QX6pzEwoLPkqY8YA/fsD2bIB27cDZcua3SOfgaU5fBuePzcRFwfUqycmFaBpU2DxYnG0MrtXxEwH7+bNm+Ott95SJrjZs2dTUCK+za5dwNtv/yc0UVByCZbm8G14/tyEaKKnTweyZAGWLtWj5Ihfkm7N0iOPPILvvvvOY3WRfBlqlnzwbbBuXWDrVqBlS2DBAnm9NrtXPodPhHmTVOH5cyMREcArr+jC019/AdWqmd0jYpZmacmSJRSUiH/w/vu6oJQ3L/C//1FQ8ucwb3JHeP7cQM+ewOOP6y9ikjgzNtbsHhE3w6uD2AtJNvnhh/+9DUr4L/HfMG+SKjx/bkReuCTtSMGCuonfuMcQe6cOIEmhGc5HkLe9qlWB/fv1tz/6ZdgnzJukCM+fm5GEtk8/rediEu31vfea3SPibTMcIT7PyJG6oCQ1Dr/80uze+AXyYDUiq2TOB61vwfPnZtq1A554Arh5E+jeXU9PQvwCCkvEHuzbp+dDESRiJSzM7B4RQvwNETzHj9fLJq1fD3z9tdk9ImYKS1OnTkX9+vVRpEgRldxM+PzzzzFv3jx39YsQ9yGW5pdf1p0vJfpN3v4IIcQTSCCUaLGNpJXHjpndI2KGsPT111+jX79+aNmyJS5evIj4+Hi1PiwsTAlMhFgO8U1auVLPhSLmN0a/EUI8iaQRkGSVly8Dr72mv7ARewlLUkNIMnm/8847CAoKcqyvVasWdu7cCU8zfvx4lCpVCpkzZ0adOnXwl+S0SIXJkycrO7zzJP/njDg1Dh06FIULF0aWLFlUdvL94tdCfB4pDNq6QQPcNApdDh0KlC5tdrcIIf6OpGGYMEF39J4/Hwc++cQyxYqJl4SlQ4cOoUaNGretF8fAq1evwpP8+OOPSqsl9eckoVq1atXQrFkzVdcoNcS7/eTJk47JMBsajBo1CmPHjlWhsxs3bkS2bNnUd8YyT4bPM2XKFLRaswYhFy7oUSlS2oTYEnlIefthZUabxELIPWfQIPUxzwcfYP2KFcqFhdhEWCpdujS2bdt22/pFixahcuXK8CRjxoxB9+7dVSHfe+65Rwk4WbNmxaRJk1L9H9EmSe4QYyooeTCctEpiOnz33XfRunVrVK1aVT1gT5w4gblz53r0txDPIMKwZCAWYfrAtGnokbh+3xtvIHLHjtuEZU/Ch6V1kOt6hZcfVma0SaxzLcq9ZkuzZogrWBB5Ll/GGwBmzpyp7k1yj/LmvYjcPXpxIBcQzc5rr72mNC8ibIgZ7IcffsDIkSPxP8mG7CEk/4cMsMHiMJeIZJwVs9l6iTpIhStXrqjq2QkJCSqF/4cffoh7E3NfiJbs1KlT6jsMJN+CmPfkO9u3b59qbhKZnPM0EGsgJlqDtYnz7wC81K2bY723Uos5PyzFTE28izyMzp49q16YRCuNxIdV586d1RjIly+fujf4epvEmteicS/qAGAGAKlEOTk6OkmJGaY59CG0DDBt2jStXLlyWkBAgJqKFi2q/e9//9M8yfHjx2VUaevWrUuyfsCAAVrt2rVT/B/Z9/vvv9e2bt2qrVy5Unvssce0nDlzalFRUWr72rVr1XeeOHEiyf89/fTT2jPPPJNqX4YNG6b+L/kUExPjlt9KMo6MzeDgYK2d7lKpXQG0QonnR9bLdk9y+PBhbfPmzVpkZKRWoEAB1a7MZVnWy3biHZyvTblPOc+NyR/aJNa8Fo17kXpuJd6PJnrxXkTShzy30/P8vqsr9+rVq9rp06c1b5ARYSk5cXFxWtmyZbV33333roSl2NhYdWCNSYQvCkvWYcuGDdr+xJvTMKeHlNwkPY0VH5abNm3SGjVqpOZ2wvlhlXzy1MPKjDatjJljzwrXotxzpJ06ifejeECr4aV7EXGvsOSyz5LYfSVlgCD+QkYdITFFyTZPIeprib47ffp0kvWyLL5I6SEkJEQ5px84cEAtG//n6neKM7s4jjtPxDrk++knlANwEsBoLxcInTZtGoKDg5Oo2I25rJft3sauvjMdO3ZUQRspIetluz+0aWXMHHtWuhY3BQZCWpM70Wd6R7zWNnEPLj9FVq5cqfyHkiM+TKtXr4ankPpFYutdtmyZY534IclyPclnkQ4kJ5SkN5A0AYazughFzt8pQp/c1NL7ncRiXLyIIlLQEsCkUqXwqZcLhFrlYens6O7sO2NX51JDYPam4GxGm1bAKmPPCteic7FiKa4bGxiIhgBKMujDfx28d+zY4fi8e/du5RjtLIRINFzRokXhScS5XBwlxUGvdu3aKpJN0hVIdJzQqVMn1QdxNhfee+891K1bF+XKlVPasE8++URdqN0SnX3FCbNv37744IMPUL58eSU8DRkyRGUmb9OmjUd/C/EQH36IoIsXkVC5Mt7evh0BISHo0aOHKQVC5SEpAr0xN8vR3aj9debMGds5lxoPq+LFi6Nr166YOHEioqKiPCo4m9GmlbDi2DPrWixWrBgOHz78X7Hi69eB999H3jFjgK5dRcXltb6QuySdZj1l6w0MDFST4djtPGXNmlWbOHGi5mnGjRunlShRQgsNDVW+Shs2bHBsa9iwoda5c2fHct++fR37FixYUGvZsqW2ZcuWJN+XkJCgDRkyRG3PlCmT1qRJE23fvn0esXkSDyMOm6GhyjdA++0307ohPmyFChXSwsPDtYiICDWXZSOwwBvQdyapj6Fc54LMZdkf27QKVhp7VrgWk3Dpkqblzavfo6ZMMacPJEPP7wD5kx6hSjQysmuZMmVUuoD8+fM7tonULG9Nzhm97YSY7iTlQExMDP2XzKRHDz1rbqNGgJhWTSxrIqklHG+TmmaKZkvMHs5v8wZiCpE0GoTYYexZ4VpMwscf68kqy5UD9uyhdslHnt/pNqZLbhBRr4oKU8xgsmxM4gNkV0GJWISjR6W+jf75/fdNr/8mN2PDBCFzM2/OVvWdYdJO/z+eVhh7VroWFVIrLl8+QAKNTAj4IBkjwyNY/JbET2n+/PlJJkJMe1u7eVPXKtWvb3ZvLIGzc2mElx3d04Ndo/TscDytPvZMJXt24K239M/vvafft4jlSbcZzuDff/9F27ZtVVSZodZUX5QouYuzt92gGc5kjh8HypSRNO/AihXAww+b3SPLYDUThHOG6xYtWqi6jvIAXbhwITNc+9nxtNrYsxRSR1XuWVLXVCpfiLM3sfTz22Vh6fHHH1cmNyltItFj4r907tw59O/fH6NHj0aDBg1gNygsmUzfvsAXXwAPPgisWmW6CY6kjvFSZXyW24/zS5ddovTcBY+nDyMRcVLcW4TZf/4R51+ze2RLLrnbZ8lAaqZJSL68sYgdWqYHH3xQhev37t37bvtNiGtIQtFvvtE/Dx1KQcniWClRoD/A4+nDvPyyZEYW9aDYUM3uDbkDLgtLYmbLkSOH+iwC04kTJ9RnUfXu27fP1a8j5O749FPJiArUqQM4FUQm1sQKiQL9CR5PHyZrVuDNN//TMlED6F/C0n333Yft27erz3Xq1MGoUaOwdu1apW2StAKEeA0pu/PVV/pnapV8DitESvkTPJ4+iCRIFuWDpBBYvNjs3pA0cPmqevfddx0ZUEVAOnTokPJT+v333zF27FhXv46QjDNpku4oWaUK0KKF2b0h6YSRUu6Fx9OHyZVLF5gM7RKxLC47eKfE+fPnkTt37iTOhnaCDt4mIFGXktTt8GE9EaVxwyE+ASOl3AuPpw8j97CyZaXYqdQV01/+iO87eKdEnjx5bCsoEZNYsEC/yeTJI44bZveG+HqiQB+Hx9OHkVp67drpnz/7zOzeEHcJS1K4VorNPvDAA6pArfgpOU+EeAXD5CslTrJkMbs3hBCScfr10+fTpwNOReqJdXC5KE23bt3w559/4oUXXlBlTqhRIl5n505g+XJASuy88orZvSGEkLujbl2gXj3JzaMHrUhmb+LbwpJkhv3tt99QnyUliFmMG6fP27YFSpQwuzeEEHL3vPGGLix9+y0wZAgQEmJ2j8jdmOHEkVt8lAgxhfPn/ys+2aeP2b0hhBD30KYNULCgnmj3t9/M7g25W2Hp/fffx9ChQ3Ht2jVX/5WQu0cEpevXgerVWTCXEOI/iCapUyf988SJZveG3G3qgBo1auDgwYMqPLVUqVIISaYq3LJlC+wGUwd4h82bNyNno0aocOWKbop7/XWzu0QIIe5j716gcmXJLIrtCxbgjU8+UYmfa9WqZXbPYPfnt8s+S21EVUiICSwZMwaDr1zBrcBABHfo4FUhbeDAgbxpEWJDvHr9V6qka8zXrsXR99/HivXrMXXqVN53rIBolsjdERMTI9o5NSfu5fDhw9rmzZu1yMhIbXyWLKIG1X7NlEkty3rZ7ml69eqlzm/v3r01b7Np0yatUaNGak7MgefA3ufAm9e/3M8ODR2q7nP/BgVpAYBWoEABr97v7EZMOp/fLmuWCPEmYuoVggAcS1z37Y0b+LVmTcc+bkhCfxtHjhzB2bNnVWqMH3/8Ua2bOXMmOnfurNqTItJSPNrTTJkyBStWrODbpYnwHNjvHJh1/cv9LhuAkwBKx8fjIQCrzpxRJWw8eb8j6SA9klfu3Lm1M2fOqM9hYWFqObXJjlCz5DmmTZumBQcHay31mtzaaUAkfHW8Zb1s9wTy/cYUEBCQZG5M3tCmyVslTHy7tKtWxUrnwGzMGgNmngOzrn/jfvdt4v1uilN7nrzf2ZkYd2qWPvvsM+SQysgAPv/88/T8CyFuoWPHjqhcuTIOJr5ZSdKAW4nbNm7ciPvvv98j7U6bNg1dunTBrVu3HG9yxjw4OBiTJ0+Gp7VpgpH09YxJb5d21apY6RyYjVljwMxzYNb1b9zvXqtZE90llRyAzABiPXy/I+nAa+KbH0PNkmfZtmKFFpv4plUV0AIDA9XxljdMTyLf7/wmaUyebtd4u0ypbW+8XVKrYv45MBsrjAGzz4FZ17/R7pHEe96TiRotT7drV2LcqVmS0Lr0wtB54m6Kb90KKQt6IEsWvPrZZ5g4cSKioqJQoEABr7QfGBiIhIQEx9zTGG+Xzm/QBt54u6RWxfxzYDZWGANWOQfevv7lvlaoUCGs0TQ8d/o0euTOjXWhoV6735G7SEoZFhamMnenZyLE3eRZuVLNyw4ciJ49e6ob5eHDh1GsWDGv3LTkZh0REaHmsuzNm5bcoJ3n3kBMEGJqEFIyQch2O2HGOTAbq40BM86BWde/3Nfk/tZh9my1/GhcHA7v2ePx+x25A+lRU61cudIxTZ48WStUqJA2aNAgbd68eWqSz4ULF1bb7AjNcB7k8mVNy5xZqaO17du93nxsbKyWkJCgPstclr1BVFSUus7Cw8O1iIgINZdlWe8NzDJBWMnh2KxzYBWneiuMAbOvA7Ouf0V8vKYVK6bf++bO9V67NiMmnc9vl32WGjdurM2YMeO29dOnT9caNmyo2REKSx7kp5/0m0XZsnK30uyEmTdq40Fp+Id5y0/ManlvzDgHZub1suIYMFVgMZu+ffX7X8eOZvdEs/vz22Wd5vr161OMiJB1f/31l6tfR0jazJmjz9u2FecJ2IlMmTI5/EVkLsvewgomyOR5byIjI1U5Jee8N7Is62W7L58Ds36fL4wBM68D03n6aX0+fz4QKzFxxGdqw1WsWBGtW7dWqd+dkXTw8+bNw759+2A3WBvOQ8TFAfnzywEG1q0D6tUzu0e24saNGwgNDVUPKLlNxMXFmfagMh6WxmfpjzH3B6dzq/4+K40BWyIO5SVKAMeP6wLT44+b3SPbPr9d1ixJzqVx48ahSpUq6Natm5qqVq2q1sk2QtzG8uW6oFS4MFCnjtm9sR1WeqO3msOxXX6flcaALRGHdtGqC7//bnZvbI3LwlLLli2xf/9+PPHEEzh//ryaHn/8cfzzzz9qGyFuN8FJ8WYbRSKRlMPIJQoyJWS9bPdl/P33kbugWTN9vmiRnnmJmIJLteFu3ryJ5s2bK/v1iBEjPNcrQuSmsHix/pmqZ2Ji3htv4++/j7jIww8DISHA4cPA/v1AhQpm98iWuPS6HhISgh07dsBMxo8frxKmZc6cGXXq1EnTqXzChAlo0KCBIwdU06ZNb9tfUtqLetl5EoGQmMy//4rXq36TeEjKSRK7YxWHY0/h77+PZJDs2YEHH9Q/Gy+QxOu4bNt4/vnnVQZlM5AokX79+mHYsGEqSqRatWpo1qwZoqOjU9x/5cqV6NChg6prJFF8xYsXx6OPPorj4iznhAhHJ0+edEw//PCDl34RSZWlS/W5OHVnkzrcxO4YyfrELOXN5KTewt9/H3GDKY7Cku9Ew/Xq1UsVVixfvrx688mW7EE2ZswYeArRJIWHh+PLL79Uy6KiFgFI+jRo0KA7/n98fLzSMMn/d+rUyaFZunjxIubOnZvhfjEazgM88wzw00/Ae+8BQ4aY3RtCCDGPbduAGjWArFmB8+fF897sHvkN6X1+u+SzJPz999+Omjzi1J1a+Ku7kZBVyTcyePBgxzqx6YtpTbRG6eHatWvK7ypPnjy3aaBE1S2CVOPGjfHBBx8gb968aYbTypSR2nkkHYifxrJl+uemTc3uDSGEmEvVqkDBgsDp08DatUDjxmb3yHa4LCyJScsMzp49qzRDBWXAOCHLe/fuTdd3vPXWWyhSpIgSsJxNcE8++SRKly6NgwcP4u2330aLFi2UABYUFJTi94wcORLDhw+/y19E0nyLkrenHDmA8HCze0MIIeYi0cCPPgpMnaqb4igsWV9YcubYsWNq7gs29Y8++khlxBUtkjiHG7Rv397xWXJHSc6osmXLqv2aNGmS4neJdkt8p5w1S2IOJG7C0CpJFEhi7hlCCLE18jwSYWnNGrN7YktcdvAWP6H33ntP2fhKliypprCwMLz//vseDXPNly+f0vScFjWkE7IsESNpMXr0aCUs/fHHH0oYSosyZcqotg4cOJDqPpKYTWybzhPxgHM3TXCEEKJTv74+37xZfEHM7o3tcFlYeuedd5SDtAgfW7duVdOHH36oMngP8aAjrqTcF4fyZYbWIVFwk+V6aZTBkLIsIsgtWrQoxZp2KWnLzp07h8KSNZp4HxG4N2zQPzdsaHZvCCHEGpQtK1oDvQzUli1m98Z+uFqht3Dhwtq8efNuWz937lytSJEimieZOXOmlilTJm3y5Mna7t27tR49emhhYWHaqVOn1PYXXnhBGzRokGP/jz76SAsNDdV+/vln7eTJk47p8uXLarvM33zzTW39+vXaoUOHtKVLl2r333+/Vr58eZcqW6e3ajFJB7t361W2s2bVtJs3ze4NIYRYhyee0O+Pn35qdk/8hvQ+v13WLEl5k0qVKt22XtbJNk/y7LPPKpPa0KFDUb16dWzbtk1pjAyn76NHj6o8SQZff/21iqJ76qmnlKbImOQ7BDHrSZJNKd1SoUIFdO3aVWmvVq9ezRpIZmGUfBAtIP2VCCHkPx54QJ9LYXHiVVx+GkkiSDHDjR07Nsl6WSfbPM3rr7+uppQQp2xnJKFbWmTJkgWLmeTLWhgZ1mvXNrsnhBBiTWFJ0geIjsmD6XrIXQpL4gPUqlUrLF261OErJGH2UVFR+J1VkYm7NEsUlgghJCmGxv3UKb0cVKlSZvfINrhshmvYsKFKRtm2bVuV+VomyVO0b98+VYeNkAxz/Tpg1B6ksEQIIUnJkgVITApNU5zFhSVBEjuOGDECv/zyi5ok47WsI+Ru2DNjBnDrFm5KhvUSJbzS5ubNm1XWdpn7Y3tmt0vsjRnjzu/bTEzUO3PQIF7PVheWRJv06aefolu3bmr67LPPVF0VQu6GPd9/r+Z7c+Xymi1e6hxKVvqpkuzND9szu10KaeZj5jkwY9z5fZtVqqhZrqgor1/PdsblQrpywTVr1kw5R9dONJVs2rQJ169fV0kfjbpxdoKFdDPOkSNHVCkbqSu4r359dIiNxSdZs6LJ6tWS1kIlCJXEp55qU0rbREdHq9qACxcu9Eib3m7P7Had6d27t8rBJvMvvvjCo20Ra5wDM8adHdo02su+YwcqvvQSosSFycvXs52f3y4LS+KXVK5cOUyYMAHBiaHdt27dUhqmf//9F6tWrYLdoLCUcZyLL0s55LqSIgLALKd9XByiLrUpn+X7jbkn2vR2e2a3awUhze6YeQ7MGHd2aNNoT54whh1HSsJfcNrHE9ezv3Mpvc9vVxM4Zc6cWduzZ89t63ft2qVlyZJFsyNMSplxpk2bpgUHB6vjd1EPhtXuBdSyrJftnmwz+eSJNr3dntntOrcTEBCQZG5MxLOYeQ7MGHd2aNO5vcOJ98oHvXA9+zsx6Xx+u3zFFChQQFu8ePFt6xctWqS22REKS3dHZGSkVjjx4r8FaKGJNwBZ78k2U7rJeapNb7dnZrtmCWl3YtOmTVqjRo3U3B/bs9I5MGPc2aFNo70FiffLl710H/FnPJbBW7JoS6brH3/8UeVWkmnmzJnKDNehQ4e7VIgRu3JP4vygmHUDMxR3kCECE9sy5v7WnhntduzYERuNfFnJkPWy3Qzs4sxvpXNgxni3Q5t/J87TLgtPTE1KKaVCxHbaqVMn5askhISE4JVXXlHFdQlxFfGlqJMjB3D5MkKqVUPN0FAlhMt6T7ZZqFAhFC9eXAn/EydO9Gib3m7P7HYN5OEhBa+NuZm+O/KCJ8jLXefOnT3uzO+N9qx6DswYd3Zo02jvquRbOnQIdbNnR6Hs2b12PdsZlx28Da5du4aDBw8mFkMui6xZs8Ku0MH77onv2RNB334LDBoE7cMPVU0/T9fnu3HjBkJDQx1OmZ5u09vtmdnusWPHEB4efttDRCJnixUrBm9hF2d+K54DM8adHdpU7f39NwJq1YJWoADijh5lLVMrRcPFx8dj165dKF++vEob4IykDdi/fz/uu+8+r5sXrACFJTfw8MPAn38CkmupUyeze0N8WDh0Zvr06ejSpYtDC+6MRPNOnjzZrSYpb7fnC+eAeIALFwBJ3itcu6Zn9iYefX6nW7IRu/tLL72kLrzkiBlOts2QDMyEZIQDB/R5xYpm94S4CXkoG5oWmZvxkPa2745VfIWsdA6IBwgLA8R1QZAaccTjpFtYEhXum2++iaCgoBTfmAYOHIhvxYxCiKvIW/jJk/pnL5U5IfbDLs78xAaIAGwU0T182Oze2IJ0X8VSKLduXUkZmDJiG9+zZ4+7+kXshAhK4ngqSU7pqEg85BRbs2ZNREREqLkse9oJ11vtEZtCYcma0XBXr15Vtr3UuHz5snL6JsRljh3T50WLAiloLgm5G8SZ+fDhww7fnR49enjUd8fb7RGbYkRV0gxnLc2SOHavW7cu1e1r1qxR+xDiMlFRxlPG7J4QP8Xbvjv0FSIeh5olawpLzz33HN59913s2LHjtm3bt2/H0KFD1T6EZFizVLy42T0hhBDfgMKSNc1wb7zxhirCKPb3pk2bolKlSmr93r17sXTpUtSvX1/tQ4jLULNECCGuYQTDGPdPYg1hSdID/PHHH/jss89UioBVq1apvB0VKlTAiBEj0LdvX7UPIS5DzRIhhLhGvnz6/Nw5s3tiC1wqdyLCkKQIkIkQt3HihD4vUsTsnhBCiG+QN68+j43VE1PauIqGN2ACEGKNbLTOFz8hhJC0kaSUkm5FoHbJ41BYIuYTE6PPc+UyuyeEEOIbSLSl8YJJYcnjUFgi5nPx4n8p/AkhhKQPQ1g6f97snvg9FJaIucTF6fZ2gcISIYSkH2qWvAaFJWINE5yQRsVnQgghyciTR59TWLJGNFy/fv3S/YVjxoy5m/4QuwpLzs6KhBBC7gzNcF4jXU+nrVu3puvLjPT+hKQb+isRQkjGyJLlv/QBxHxhacWKFZ7tBbEvhmaJJjhCCHENo+bgjRtm98Tvoc8SMRfjImehUUIIcY3Q0P8CZYj5mqUnn3wSkydPRs6cOdXntJg9e7a7+kbsQHy8Pqe/EiGEuAaFJWtplnLlyuXwR5LPaU2eZvz48ShVqhQyZ86MOnXq4K+//kpz/59++kkV/ZX9q1Spgt9//z3JdqlvN3ToUBQuXBhZsmRRRYL379/v4V9BkgtLu/buxebNm73SpLTTuHFjtsf22B7b8+32EjXyv82Z47XfZ1s0H2LmzJlaaGioNmnSJG3Xrl1a9+7dtbCwMO306dMp7r927VotKChIGzVqlLZ7927t3Xff1UJCQrSdO3c69vnoo4+0XLlyaXPnztW2b9+uPfHEE1rp0qW169evp7tfMTExmhxKmRMX+flnTQO0VYDWu3dvrzTZq1cvdb7YHttje2zPp9v75BN1//zei7/P30jv8ztA/mREyIqOjsa+ffvU54oVK6JAgQLwNKJJCg8Px5dffqmWExISULx4cfTq1QuDBg26bf9nn30WV69exYIFCxzr6tati+rVqyMiIkJplYoUKYL+/fvjzTffVNtjYmJQsGBBZXZs3759uvp16dIlpVWT/xVTJbkzR44cwdmzZ5F7yRKUGTwYK+V8FSiAhQsXqvOSL18+lCxZ0u3tiYa0RYsWavzKmGV7bI/tsT1fba/Qd9+h6PjxWAbgOQ+258+k+/mdESns+eef14KDg7WAgAA1yeeOHTtqFy9e1DzFjRs3lJZozpw5SdZ36tRJaYNSonjx4tpnn32WZN3QoUO1qlWrqs8HDx5UEuXWrVuT7PPQQw+lKaXHxsaq42BMUVFR1Cy5iBwvmdrLEAS0pYAaS8Z6dys9nb/XaIftsT22x/Z8ub2NifdPzcPt+TPp1Sy5HA3XvXt3bNy4UWlrLl68qCb5LPbSnj17wlOIFB0fH6+0Ps7I8qlTp1L8H1mf1v7G3JXvFEaOHJnET0u0W8Q1pk2bhuDgYAQlLovnkqHklPWy3RPtwakdtsf22B7b8+X2bjqt82R7JAPiZ9asWbXVq1fftn7VqlVqm6c4fvy4kv7WrVuXZP2AAQO02rVrp/g/4p80Y8aMJOvGjx+vFShQwOHTJN954sSJJPs8/fTT2jPPPJNqX6hZcg+RkZFap8S3ot+d3ohkvafac37zYntsj+2xPV9u75XE++fPXmjPX/GYZilv3rwpRr3Juty5c8NTiA02KCgIp0+fTrJelgsVKpTi/8j6tPY35q58p5ApUyZl23SeSMZITBygNEyBgd5J+2W0w/bYHttje77cnrNm3lu/z664fHTfffddVSvO2UwlnwcMGIAhQ4bAU4SGhqJmzZpYtkxc2eBw8JblevXqpfg/st55f2HJkiWO/UuXLq2EIud9xNlLzIypfSdxH+IAmTmxzEmVcuXU+ZXz4algAfle+X5pRxz82R7bY3tsz5fbyy01NQHcX6uWx9uzPa6qrKpXr65lz55dmbjKli2rJvks62rUqJFk8kTqgEyZMmmTJ09WqQB69OihUgecOnVKbX/hhRe0QYMGOfYXM5s4n48ePVrbs2ePNmzYsBRTB8h3zJs3T9uxY4fWunVrpg7wInHz5ukOivffryUkJCgTpyeR75d2BLbH9tge2/Pl9m6+/75+/+zc2Svt+SPpfX67nDa5TZs2MAtJBXDmzBmVRFK0WZICYNGiRQ4H7aNHjyZRRT7wwAOYMWOG0oa9/fbbKF++PObOnYv77rvPsc/AgQNVeoEePXooZ/UHH3xQfacksSSeJ8QwYV6/rsJuxcTpSZy/n+2xPbbH9ny5vWCjgG6OHF5pz85kOM8S+Q/mWboLNm6U5FeA5AQ5fNjs3hBCiO/Qpw8wdiwweDDw4Ydm98avn9/0CCPmkjWrPr9+3eyeEEKIb3Hlij7Pnt3snvg9LpvhxMxl1IlLCcmFREi6yZJFn1+7ZnZPCCHEt7h8WZ8nOnoTCwlLc+bMSbJ88+ZNbN26Fd9//z2GDx/uzr4ROwlLolkSi3AagjghhBAnqFmyrrDUunXr29Y99dRTuPfee/Hjjz+ia9eu7uobsQPGG5FoJEVgMsxyhBBC0oaaJa/hNp8lKVCbPKcRIXdELvLQUP3zmTNm94YQQnxPs0RhyTeEpevXr2Ps2LEoWrSoO76O2Akxuxm1+aKjze4NIYT4Dhcv6nNGYVvPDCclTZwdvCXzwOXLl5E1a1YW7yMZQzLORkVRWCKEkPQiPp4nT+qfCxc2uzd+j8vC0ueff35bdFz+/PlRp04dj9aGI36MkZ6fwhIhhKSPCxeAGzf0z2nUMiUmCEuiRZKs2HFxcahYsSKCg12WtQhJXVhKVtCYEEJIKhhapTx5AFacsI7P0qFDh1C1alVUqlRJzcuWLYvNmzd7tnfEHlCzRAghrnHihD6nCc5awtKAAQNw69Yt5Zf0888/o1ixYujZs6dne0fsAYUlQghxDforeZV029HWrFmjhCQpNGukChCBSYrQZsuWzZN9JP6OEQ1nXPyEEELSp1kqUsTsntiCdGuWoqOjUb58ecdy4cKFkSVLFrWekLuiVCl9/u+/ZveEEEJ8A2qWrCksSbqAK1euqAq9xiSRcJI2wHkdIS5Ttqw+P3pU6ueY3Rvip4iPZePGjb3ma+nt9ojNOH5cn1NYspawJJFwFSpUUOkBjEmEpxo1aqjPYWFhTB1AMoZc7FIjLiEBOHLE7N4QP2XKlClYsWIFpk6d6pftEZuxf78+L1fO7J7YgnT7LMlFT4hHkCSnZcoAu3YBBw/y4idu48iRIzh79qzSjEvtSmHmzJno3LmzegHMly8fSpYs6bPtEZsiL5aGsFShgtm9sQXpFpYaNmzo2Z4QeyOmOENYIsRNlDL84RJdCYQzZ86gZs2ajvUixPhqe8TGJjgpPC65Dp3GHPGBQrqEuMVvicKSX2G2346kOjGS5xpCijGX9e4u0eTt9nzhHBAP8M8/+lw08iEhZvfGFlBYIpYSltZMmeLVm7pdnH7Natdsv52OHTti48aNKW6T9bLdl9uz+jkwY9zZoc0jS5ao+UUj7QrxOBSWiKWEpdxnz3r1pm4Xp19vtit+O5GRkdiyZUsSvx1ZlvWy3Qwketd57m/tWfEcmDHe7dDmv4sXq/mWK1e80h4BAjQa0O8aSZmQK1cuxMTEIGfOnGZ3x6cwHGJDT59GlVatIIkDyubPj7mLFnnMIdbZCbdFixYqV1iBAgWwcOFCjzv9eqM9s9s1fHWMz9KWMTfw5m3n2LFjCA8PR/HixdG1a1dMnDgRUVFR2LRpk0qs6+vtWe0cmDHu7NCmc3vn6tXDI3FxeDNHDjy3ciWDB7zw/Kaw5AYoLLnnpn4WQF4A4gq7xWkfdw9Rbz9IzHpwmdXu9OnT0aVLF1UeKTnitzN58mSvm6Nu3LiB0NBQx++XYuCZMmXym/asdA7MGHd2aNO5vQPyUgmgsUSqO+3Dx7nnnt/p0g8/+eST6Z4IyahD7LbEddUS555yiLWL069Z7VrRb0cEFeNhI3NPCy7ebs9K58CMcWeHNo325HGeGA6D7Ylzs4IHbIWWDrp06eKYOnfurOXMmVMrXry41rZtWzWVKFFCrZPtdiQmJkauEDUnrhMZGamO32gZjoD2BaCWZb2n20w+eapNb7dnlXYDAwOTzD3dLrHGOTBj3NmhTfnehxPvk4e8eD37M+l9fqcrz9J3333n+PzWW2/hmWeeQUREBIKCgtS6+Ph4vPrqqzRBkbtih7yJaxqqe7FNcb5NSEhwzP2tPbPaFd+NQoUK3ea3I+uJd7DCOTBjvPt7m0bGrkindomFklIaTJo0CWvWrHEISoJ87tevHx544AF88skn7u4jsclNPS5vXpWY8v6gIBTKl8+jN3VvP0jMenCZ1a44Mh8+fNjht9OjRw+v++3YHTPPgRnjzg5tyvfWz5wZiI1FsTZtUPP4cb6EeAmXHbyl/ps4B7Zu3TrJ+nnz5imHwgsXLsBu0MHbTQ6xAQEIyJEDiIvDjT17kKlSJc+3aQOnX7OdjYk9MWPc2aHNhPLlEXjgALB4MbRHHuH17KXnt8uapRdffFFJ0AcPHkTt2rUdDoMfffSR2kZIRnBc7PfeC2zdikxS+sTDwpLzDcZbTr/ebM/sdom9MWPc+X2bMTG6oCTUrMnr2Yu4LCyNHj1aqR0//fRTnDx5Uq0rXLgwBgwYgP79+3uij8ROiAC+dSuwbh3Qrp3ZvSGEEOuwJTGpiuRTErcF4jVcTi0rDmUDBw7E8ePHcfHiRTXJZ1nn7MdESIZo0ECfr15tdk8IIcRaREY6tErEu2QoD78kOlu6dCl++OEHRy6REydO4ApTrxN3CUvyBsXxRAgh/7FqlT6vW9fsntiOwIykXK9SpYpy8H7ttddw5swZtf7jjz/Gm2++CU9x/vx5lUhNHLDCwsKU31Rawpns36tXL1SsWBFZsmRBiRIl0Lt3b+XE5YwIe8knqaFETKJECX2Kjwc2bDC7N4QQYg3knmgIS40amd0b2+GysNSnTx/UqlVLRb2JEGLQtm1bLFu2DJ5CBKVdu3ZhyZIlWLBgAVatWqVCYVNDNF0yiY/V33//rSL4Fi1apISslPJIif+VMbVp08Zjv4OkA5riCCEkKdu2KQdvSMRWjRpm98Z2uOzgvXr1aqxbt06FSjpTqlQp5bvkCfbs2aMEHSlEKYKaMG7cOLRs2VIJQ0WKFLntf+677z788ssvjuWyZctixIgReP7555UZ0UhTL4imSpzWiYWEpenTKSwRQojBypX6/KGHJLmh2b2xHS5rliRbqGTsTqnSdg7JkeMB1q9frwQaQ1ASmjZtqpzNU6t/lBJGHgVnQUkQc6JUbJZUCJJ0806ppySvhuRmcJ6IBzRLYoaLizO7N4QQYj4rEkvmPvyw2T2xJS4LS48++ig+//xzx7L4+Ijv0LBhw5SmxxOcOnXqtgylIvDkyZNHbUsPZ8+exfvvv3+b6e69997DrFmzlHmvXbt2qmyLaK3SYuTIkSqJlTFJ9lbiRipX1sNir1//L/qDEELsyq1b/2na6a/kG8KS5Fdau3Yt7rnnHsTGxuK5555zmODEydsVBg0alKKDtfO0d+9e3C2i+WnVqpXq8//93/8l2TZkyBDUr18fNWrUUHXvJAXCnUq2DB48WGmpjEnSzRM3IhGWxg1h8WKze0MIIeb7K4kFIywMqFbN7N7YksCM1Bvavn073nnnHbzxxhtKyJDs3Vu3bnW5Po0ksRR/pLSmMmXKKH+i6OjoJP8rfkcS8XYnX6PLly+jefPmykQ4Z84chISEpLl/nTp1lElRTG2pIRlTxZznPBE3Y2gpf/vN7J4Qi7F582Y0btxYzf0Rf/99JAMsX67P6a/kOw7e6p+Cg1V0mkx3Q/78+dV0J+rVq6eSX0ZGRqJmYjKu5cuXK/8pEW7S0ig1a9ZMCTfz589HZilAeAe2bdum6t8xhbzJtGihz+WBcfo0ULCg2T0iFmHKlClYsWIFpk6dmsSP0V/w999HMoDx0ti0qdk9sS0uF9KVLN0PPfSQijQTnyGD06dPq6i0lJy/3UGLFi1UGxEREbh586aqQyc3khkzZqjtYgZs0qSJutGIo7YISuJfde3aNaVRypYtm+O7RECT3/Hrr7+q76xbt64SpMRvSXJFyTR8+PB0942FdD2EPCjEZ+m774AuXczuDTERye8mfodimpd7gWiaRZO9cOFCFZAhARolpQSEj+Lvv4/cBefOAWK1SUgADh2S0HOze+RXeKyQrly4YqISQUWEjXul8KnTNk8xffp0vP7660ogkig4ccYeO3asY7sIUPv27VPCkbBlyxZHpFy5cuWSfNehQ4eUn5WY5MaPH6/MidJ32W/MmDHo3r27x34HcYFWrXRh6fffKSzZHLleDYyqAZIQ19A0e/r+42n8/feRu0DufyIoVa1KQcmXfJbkQhat0uOPP67MY/PmzUuyzVOIFku0SOKDJBKghPhnz549yc1GbiYPJ4ZVylyWU5qMG5P4MomvlXynRPSJCa5nz55KGCMW8lsSJ++bN83uDTGRadOmOVJ+GEKDMZf1st2X8fffR+6C+fP1+RNPmN0TW+OyVCAXsJiwvvjiC5UQ8tlnn8UHH3zAtx7ifsLDxWaqR4GsXWt2b4iJiH9kajnVZP3d+k+ajb//PpJBJNBo0SL9M4UlU7krFYrkLBKbuuRd6tSpk/t6RYggGr7mzfXPCxaY3RtbYsXILEPz668aYKv9PiuOAVtl7ZYaqIULA04mWeJ9XL4axclQNEsGjRo1woYNG5hriHgGo07fTz/pdntiWmSW2YjDs6QKET8eCfSQuSy7mrLEqlj191lpDNjWBPf44/rLI/GdaLjUkASVEllmx4gNRsN5EMniLWkDLl8G1qwB6teHnZC3eUmUOmrUKK+FkVs5MkuCS6QupfRN+hIXF+fxNB/ePAdm/D5fGANmXAemIy+HJUpIqLeuWZeAF2Le81uEJXJ3xMTEiMCp5sQDvPCCSPTaqWee0Ro1aqRt2rTJq81Le2a0K/Tq1UuNrd69e3utTWnPmAICApLMjclOmHEOzMZqY8DMc2DW9b8nIkLd925my6Zp1697tW07EZPO53dgeiPR5C1DkISNspzaRIjb6dBBzbL8+itWmWAO8LYZQt7qJQGrpL/48ccf1bqZM2eqZVkv2z0JI7PMPwdmY4UxYJVzYJYZ8nxiapxNosFLR0JlYgEz3Pfff4/27dsrdbB8TovOnTvDbtAM52FzwKlTqNasGYJjYiD5a3d6wRxgphnCOQWHYY4x5gaejj6VB5Jzjh8DeUjdf//98HescA7MxuwxYOY5MOv6N9oNjItDmfr1kUvT0DYsDEOWLTPdBO6v0AznRWiG8xyGyv9rGaqANsFL5gAzzRDTpk3TgoODk7RlTLJetnuayMhI1V5gYGCSuay3A1Y4B2Zj9hgw8xyYdf0b3/1k4v3uqBz3ZL+dWNgMJ5JXeidCPGEOmJm43A5AiBfMAWaaIayQc8eqkVnewgrnwGzMHgNmngOzrn+j3ecTl6eLn3fiZ7uYwC1LeiQvkajlrSKtydjHjlCz5FnkTVbero4lvm21SXzD8vQbrvFmnXzyxpu12W/1QmxsrJaQkKA+y1yW7YQVzoHZmD0GzDwHZl3/25Yv124k3uvu9fJ9x47EpPP5na7acOLcRoiZyNuVvFO9BaAngLlebFuSAyYkJDjm3nyrL168OLp27YqJEyeqXGbe1Ow4h6yL74YZIexmYoVzYDZmjwErnANvX/+5ly5FKIBtAHY5tU/8JM+SnaGDt2c5duwYwsPDUS9/fszeuVMJTnXy5cOcrVtRrFgxj7eb/Ea9adMmj7ZrtZw7dobnwL7nwKzr/0bNmsi0ZQvGFiuGTO++6/X7jt24lM7nd4aFpWvXruHo0aNq4DpTVSoj2wwKS168YT76KLB0KW4NHIjgjz/2Xrt8WBJiO7x+/W/ZosqaaCEhEhqHgMKFed+xyPM7XWY4Z86cOYMXX3xRhVCmRHx8vKtfScgdcdwoevZUwlLwlCnABx8AclPxRrs2NUURYme8fv1/9ZXeVrt2ej043ncsg8vFZvr27YuLFy+qaIQsWbJg0aJFKvdS+fLlMd+oY0OIp2jdWi9/cuoU8OuvZveGEELcw4ULwIwZ+ufXXjO7N+RuhaXly5djzJgxqj6POJ5Jgqznn39e1ewZOXKkq19HiGuIJumll/TP33xjdm8IIcQ9TJ6s18KsUsV2NTD9Uli6evWqIxJBSp+IWU6oUqWKyvhKiMfp3l2f//EH8O+/ZveGEELuDol2+/rr/7RKTtnLiY8KSxUrVsS+ffvU52rVquGbb77B8ePHVdKywok2VkI8SunSQLNm+udx48zuDSGE3B1LlwL79wPiYGyDhKe2EJb69OmDkydPqs/Dhg1Tjt4lSpTA2LFj8eGHH3qij4Tczhtv6PMJE3RbPyGE+Crjx+tzqa2aPbvZvSGeyLMkKQT27t2rBCYp8mdHmDrABGTYVq8O7NgBjBgBvP222T0ihBDX2bsXuOce/Z62ezdQubLZPbIVl9L5/HZZs5ScrFmzqgrUdhWUiEmITX/gQP3zF18AsbFm94i4yObNm9G4cWM1J3cPj6ePIvniRFB64gkKShbG5TxLooj6+eefVQmU6Ojo29Kwz5492539IyR1nnlG1ygdPQpI3qUePczuEXGBKVOmqPvI1KlTVXQtuTt4PH0QuXcZxXEHDza7N8TdeZZeeOEFHDp0CNmzZ1fqK+eJEK+mETB8l0aPloyoZveI3IEjR44gMjJSRc7++OOPat3MmTPVsqyX7ST98Hj6OHLfunULaNQIqFvX7N4Qd/os5cmTB9OmTUPLli1d+Te/hj5LJnLlClCihO7k/csvwJNPmt0jkgaSjdj5s9x+jLkBy1WmHx5PHyY6GihZUnchWLIEaNrU7B7Zkkue8lmSLy1Tpszd9o8Q9yCRI6++qn/+6CPd9k8si7xoBQcHJ3mIG3NZL9tJ+uHx9GEMX8vwcKBJE7N7Q9ytWZLSJlLiZNKkSarcCaFmyRJvaJJ76do1YN483VGSWBYxEdWsWfO29WI2kmAR4ho8nj5ITIyuEb90SRx9gbZtze6RbbnkKc3SM888gwsXLqgs3pK1Wy5G54kQryMZ5fv00T+/+66eDZdYPkpKyiU5z4n/HU+rjj3TGTtWF5Qk+k3qXRL/i4br3LmzemORenAFCxZMYjMnxDQGDNArdu/cCYija4cOZvfIMlgtSkpetAoVKoTixYuja9eumDhxIqKiohxllIj/HE+rjT1LICXCPvlE/zxkiEi3ZveIeMIMly1bNixevBgPPvigK//m19AMZxEkOaVolsqV05O7SbScTZEoqLNnz6qXmRYtWqg0H/LwlIz7cslLXjQpgm0WN27cQGhoqMMZOS4uDpkyZTKtP76OlY6n1cee6UgE7+efAzVqiOqNwpKPPL9dFpYqVaqEWbNmoWrVqu7op19AYclCkXESfCBvblIGpVs3U7sjpoeBAwdi1KhRXn+rZpQUMQsrjj0zr8UkHD4sBVaBuDhg8WLg0UfN6wvxrM/Sp59+qgbdYTnphFgtMs4oezJ8uOlZvZ1NEN6GUVLm+87Y1V/HimPPzGsxCUOH6oKSRL898oi5fSGuoblIWFiYFhoaqgUGBmrZs2fXcufOnWTyFOfOndOee+45LUeOHFquXLm0l156Sbt8+XKa/9OwYUO5QpNMPXv2TLLPkSNHtJYtW2pZsmTR8ufPr7355pvazZs3XepbTEyM+m6ZE5O5fl3TihWTW7N25I03tEaNGmmbNm3yWvOHDx/WNm/erEVGRmoFChRQ40LmsizrZbu3kDaTj3+ZZL3d6NWrl/rtvXv39us2rYIVxp6VrkW5B3UND9cSAgLUvUnz4j2JuOf57bKD9+diazWBjh074uTJk1iyZAlu3ryJF198ET169MCMGTPS/L/u3bvjvffeS1LLziA+Ph6tWrVSzpHr1q1T39+pUyeEhITgww8/9OjvIR4ic2b97a1HD+T96ivsuHHDq86lpUqVus0ccebMmSSh3d42QUh0lJQlMuZ2wdl3xjm7tQSpeMp3xow2rYyZY89K16Jottpu2oQAo0wTnd19D80F4uLitBdffFH7999/NW+ye/duJfk5awgWLlyoBQQEaMePH09Ts9SnT59Ut//+++9KQ3bq1CnHuq+//lrLmTOnduPGjXT3j5ol66DeJjdu1K5WqKDe4L7y8tvktGnTtODg4BTfqmW9bPcWUVFRWqFChbTw8HAtIiJCzWVZ1tsB52Mv9wrnuTH5Q5tWxApjz+xr0Vmz1TYsTN2P4gDt7zlzvK7ZInf//Hb5yhVBwtvC0sSJE5X5zxkxlQUFBWmzZ89OU1jKly+fljdvXu3ee+/VBg0apF29etWxfciQIVq1atWS/I/8NjlwW7ZsSfV7Y2Nj1YE1JrkBUFiyBsbNsIGey1uLB7QayW6UdjBBOI/VhIQE9VnmsmwXzHhYmv2AthJWGHtmXouO8w5oOxPvR+O9fC8i7hOWXHbwbtOmDebOnQtvcurUqdtyhoijoNSpk22p8dxzzylnQnHsGzx4sDLHSH4o5++VXFHOGMtpfe/IkSOTFA+W/CbEWs6lqwH8kBjB8EXiNm87l1ohSaCEjxsmCJnbKTxfTPcbN25McZusl+3+0KZVsdLYM+NaNO5FvQHcJyZAyZmbuM2OQRa+jss+S+XLl1c+QGvXrlW2X8m75Ezv3jI00segQYPw8ccfp7nPnj17kFHEp8lAso0XLlwYTZo0wcGDB1G2bNkMf68IXv369UsSekiByRrIw6hy5cpqbA4EILlxGwBoL3krN270SpZ5KycJtCtm+M7Y1VfMSph5Lcq9qGrevCjVooVafgvABSfBmRUv/FxYksEWFhamsnjL5Iy8PbgiLPXv3x9dunRJcx8p2iuDXRKbOXPr1i2cP39ebUsvderUUfMDBw4oYUn+96+//kqyz+nTp9U8re+VNyQ7vaH7KicCA/FhQgI+ACD5cs9K7TgvUKxYMZVaw0gSKEI7ky7a52FJYdk6mH0tFv38c+QAsB7AZCcBmthAWDp06JDbGs+fP7+a7kS9evVw8eJFJZwZkQzLly9Xg84QgNLDtm3b1Fw0TMb3jhgxwpFhVpBoO0lMdc8992TwVxGzcX5YlerUCcfffBPFbtxAzpkzAS9lnne+GZttgrAzZjwszX5AE4tci8uXI8/ixYgH8NU99+Dr3r0pOPswLmfwdsb4V2/Uh5O0+aL1iYiIcKQOkHBwI3XA8ePHlYlNQjRr166tTG2yrWXLlsibNy927NiBN954Q93I/vzzT0fqgOrVq6NIkSIqs6v4Kb3wwgvo1q2bS6kDmMHb4uUf5sxBwJNPiqOAlGgXm6zZ3SOE+DOSeLJ6dfEjQfzLLyPwq68sUYqGeDGDtyACifgAZcmSRU1S+sTTmVGnT5+uSq2IQCQCkNSm+/bbbx3bRYDat28friWaWuRBuXTpUjz66KPq/8Tk165dO/z666+O/wkKCsKCBQvUXLRM4vwteZac8zIRP3AubdNGr+x96xbw0kv6nBBCPMVnnylBCfnzI+jDDy3j6E68qFkaM2YMhgwZgtdffx3169dX69asWYPx48fjgw8+UNobu0HNkg9w4gQgptWYGGDUKGDAALN7RAjxR0RIkiK5N24A330H3MEvl/hpId3SpUtj+PDhSgPjzPfff4//+7//c6tPk69AYclHkBuXaJYky/f27UCFCmb3iBDiT4jWWpQIEjjUvDnw+++iTjK7V8QMM5yUBHnggQduWy/rZBshlkXe8KTKtxTY7doVYFQKIcSdjB6tC0q5cgETJlBQ8iNcFpbKlSuHWbNm3bZe6iBJDiZCLIvcuL75BpDcYGvWAF9/bXaP/ILNmzejcePGak58D54/N/H338CwYfrnL76QsEize0TMTB0gJrhnn30Wq1atcvgsSYLKZcuWpShEEWIppLimJEJ9/XXgrbeAli3Ftmx2r3waCfiQLPneLFhM3AfPnxu4eVPXXEsU3GOPAcncVIhNUwdIvqPPPvvMkV1bMiZLtFkNcWqzIfRZ8jHE/Pbww8Dq1WI/BiSVhKQVIOnmyJEjOHv2rIrukbQeRq6yhQsXqvDofPnyoWTJkmZ3k6QCz5+b+eADYMgQIHduXcNUpIjZPSJmO3iT26Gw5INIIILkQbl0Sb/JMV2ESzjnVjPyxxhzA95arAvPnxuR3G116+raJan3ZqP6f/6AR/MsEeLziOnNyNMlb4UrV5rdI5/CKBLq/FA15iwSan14/tyEvGw984wuKLVtK9Xbze4R8RDp1ixJTZs7ZeqW7VKzzW5Qs+TDSFTcpElA0aJ6OoG8ec3ukc+wZcsWR/mh5GZ6Fgm1Pjx/d4k8Ojt0kOgmoEQJYOtWIE8es3tFPPT8Trejxpw5c1Ldtn79eowdO5YFAonvMXasRCgA+/bpgpOMc4b7uoRRHJRFQn0Tnr8MIpppEZREQydzCkp+TbrNcK1bt75tkjIikydPxujRo/H000+rciOE+BSSRuCHH6Q+DjBvnqXTCVgtxNsoWCzaCanZKHNZZpFQ38DK589qY/02RAvdp4/+eeRI3WeJ+DdaBjh+/LjWrVs3LSQkRHvssce0nTt3anYmJiZGTJlqTnyUzz8XpbqmZcqkaZGRmhXp1auXGme9e/fWrEJsbKyWkJCgPstclonvYNXzZ8Wx7uDyZU2rUEG/X7RsqWnx8Wb3iHjh+e1SNJzY9D788EOMGzcO1atXx8cff4wGDRrA7tBnyQ+Qy+CJJ4AFC3T/A3mjzZ/f7F4xxJvYBp8Y63KfkBxK4gAvfo7btgH58pnbJ2Kt1AGjRo1SwpGoaUVgEjMc0aGw5CdcvAjUrg3s36/nYfrjDyAkxNQuMcSb2AWfGOvjxgG9ewNBQXoE7YMPmtsfYr3UAYMGDUJsbKwqdyJFc5988skUJ0J8lrAw3W8pRw79Rti/v+m+EwzxTorZ58Nb2OV3+sJYN87FvvHjgTfe0Fd+9BEFJZuR7mi4Tp063TF1ACE+T+XKwNSpQJs26i1y3+7dppaC6Nixo8qQn1KI98aNG20X4m2X0hx2+Z2+MNblXEStWIHi69YB8fG6Ga5/f1P6QnxAWJKoN0LswJHq1RHSoweKfPstnlq2DGMBzJw5E507dzbVd8KuId7OvixSsBsWOR/uxi6/0xfGuvO5WPjDD/gVQNYbN3ClShX807Mn8h49aptzQXRY7sQN0GfJv5AbpOhQZwNoA+A4gHAAJ5328eZlc+zYMYSHh6N48eLo2rUrJk6ciKioKGzatAnFbFDZ3Cd8WdyAXX6nL4x141yIn8oCAC0ARCXeB07b5FzYhUssd0JIxhDfiKDgYEjd8N0AiibeMLOb5DshD4nDhw8rU0TPnj3VXJbtIChZwZfFW/5DZv9OK2CVsW6ci1GJgtI1AE8kCkp2ORckGXeTn4DoMM+S/xEZGanOaRlAO60HDGuLAC1ywwazu2br85F8kvX+lPPHzN9JknL4nXf0XEqA9hTPhWb35zc1S4SkweHAQLQCcBVAMwAl339fv30SUxAfFue5J31WpEaa1E9z9h+SZVkv2/3hd5JUmDMHJSQzN4DhAH7mubA9PPuE3KEURLeICLxTvjykRHTe334Dhgwxu3u2w9ulOUqVKqWi0KSdM2fOqHUyl2VZL9vtVoLENvz5pyqQG5CQgOlZsuC3WrV4LggdvN0BHbz9kxs3biA0NNThZHvrm28Q8sor+savvgKMz8SU8xEXF4dMmTJ5pK3p06ejS5cuuHVLROSkiM+KRAdLqLuv/06SDMnI3bCh3NRV+pAb06YhNGtWngs/xu0ZvEnqUFiyEcOHA//3f6KTB375Rc/HRPwSMbmllPNHzHB2y29lCw4eBOrXB06fBh56CFi8GMic2exeEQ/DaDhCPMHQoUC3boDkfmnfXi+JQvwa+g/ZgFOngGbNdEGpWjVg/nwKSiQJvPoJcQXJv/L117pG6cYNQGokLl9udq+IB6D/kE04fx5o0ULXLJUuDSxcCOTKZXaviMWgGc4N0AxnQ+LigKeeAn79FciSRb/Biq8D8SvoP+TnnDsHNG2q+yqJELx2LVCunNm9Il6EZjhCPEloKPDTT/ob6fXrQKtWwJo18GXsWLz1TohgZGRzljkFJT8aL2fPAk2a/CcoiYaYghJJBQpLhGQUeXDOng088ghw9aouOG3YAH8o3kqIX48XQ1Davh0oWBBYsQK4916ze0UsDM1wboBmOJtz7Rrw+OP6m6mc/yVLgNq14Qs4Fwxt0aIFoqOjlU/OwoULbVe8ldhkvEjeLBGUdu78T1CqXNnsXhGTYOoAL0JhiSjNUsuWwKpVQPbsejRNo0awOizeSmw1XpwFpUKFdEGpUiWze0VMhD5LhHiTbNkAye7duDFw5QrQvLkqmWB1WLyV2Ga8REUBDz+sC0qFCwMrV1JQIunGZ4Sl8+fPq4y5IvmFhYWha9euuCIPpVSQStXyxpPS9JM45iaS0napAUWIy4hGSQSmtm3/i5abNAlWRq4pqeyeErLeU1mqiW/is+Nl927ggQf0eZEiukapYkWze0V8CJ8RluQi3LVrF5YsWYIFCxZg1apV6NGjR6r7Fy9eHCdPnkwyDR8+HNmzZ1e2dme+++67JPu1YVZmklEkkd2sWUDXrnriSpl/8gl8ASZfJH45XiQdwIMPAseO6Zqk9espKBGX0fWpFmfPnj1YtGgRNm3apIpYCuPGjUPLli0xevRoFJE3hWQEBQWpBHLOzJkzB88884wSmJwRTVXyfQnJMGKmmDAByJsXGDUKGDhQj7756CM9qaVFky/KC4ZobCdOnIioqCgmXyS+P17mzdMz7cfGAvXq6XnR5LokxFU0H2DixIlaWFhYknU3b97UgoKCtNmzZ6frOzZv3iyGdW3t2rVJ1su6IkWKaHnz5tXCw8NVWwkJCWl+V2xsrBYTE+OYoqKi1PfIZ0KSMGqUDDJ96txZ027c0DZt2qQ1atRIza2CjGlj3MtclgnxxfFiXF+H3n5b0wID9Wvv8cc17epVs7tGLIg8t9Pz/PYJzdKpU6due2sRZ8I8efKobelB3n4qV66MB8Ru7cR7772nEqtlzZoVf/zxB1599VXlC9W7d+9Uv2vkyJHKpEfIHRkwQH+T7d4d+P574N9/8UvFio78NIam1Gycky0y+SLx5fEy5fvv0WDFCpQSvyRBTOEREbrGl5AMYuroGTRoED7++OM7muDuluvXr2PGjBkYMmTIbduc19WoUQNXr17FJ598kqawNHjwYPTr1y9J6KGopAlJkZdewumgIOR77TUErV6Nl9euxXxABRJ07tzZd/LTEGLx/E+BsbFoPGECDK/Tk1274sTLLyPf8eO8vshdYWqepTNnzuCc1OZJgzJlyqhw1P79++PChQuO9bdu3ULmzJlVZFtbiT5KA3mDF9v68ePHkT9//jT3/e233/DYY48hNjY23W9LzLNE7oS8fUvau18BlJUxA6A9gIVO+1g6Pw0hFr++5HV1LoD7AdwE8DqAb5324fVFfDbPkggulSpVSnOSIpb16tXDxYsXERkZ6fjf5cuXIyEhAXXq1EmXCe6JJ564o6AkbNu2Dblz57aUWpn4PiLw7w8OhozWPwHkTBSc+oh6NyjI2vlp3IzP1xSzMHY9tovffRebEwWlaACNnQQly+d/Ir6B5iM0b95cq1GjhrZx40ZtzZo1Wvny5bUOHTo4th87dkyrWLGi2u7M/v37tYCAAG3hwoW3fef8+fO1CRMmaDt37lT7ffXVV1rWrFm1oUOHesRBjNibyMhINU5CAG2C4fQNaGfatBGPWc0u9OrVSx2H3r17m90Vv8OWxzYiQtOCg9W1FAloxQF1DIxJrjtCbOHgLUyfPh2vv/46mjRpovJ6tGvXDmPHjnVsv3nzJvbt24drUqfLiUmTJqFYsWJ49NFHb/vOkJAQjB8/Hm+88YZS0ZYrVw5jxoxBd3HGJcRDxAcGontCAnYHBGC0+CvNnQvUr6/nZypTBv5eU+zHH39U6+iz5R5se2xv3gT69AG+/lotnn/0UTz4xx+4IXmfEhLUc0KsD4S4A9aGcwP0WSLp4dixYwgPD0+Sn6bcgQOYqmkIungRyJVLMqTqGcD9DJ+vKWZhbHlsDx0COnSQtOF67rIRI3Ds+ecRXrv2bfmfJD+fvDATkhIspOtFKCyR9HLjxg3lh2c8zOLi4pApOhp49lk9s7DQty8gUaKhofAXRDPcpUsXFZiRHPEpmTx5snVLZVgc2x3bn38GunUDYmIkozAwZQrw+OOpX1/0PyVpQGHJi1BYIm4xKQweDHz6qb4sgQtiUvEj88mWLVtQs2bN29ZL4Mb994trLskotji2168DkrJFciYJkpH7hx/86hoh3scnouEIIYmEhACjR+vlGeRtWcwLNWroy36GGTXFzIgSM6NNn6nX5ipSALd2bV1QErObvFj8+ScFJeI1/OyKIsTHeeIJYOtWIDwckLxiUtT5xRd1k4Of1BQTDUhERISay7I3aopNmTLFkTXdW3izTTOPrUcRw8fEiYBkuv/7b6BgQWDxYuDDD/UXDEK8BM1wboBmOOJ24uIkvTzwySf6A0MyxE+aBDRtCl/Gmz4lzlFiLVq0QHR0tBIeFi5c6LEoMTPaNPA7f53jx4GePSVTsL78yCOSYVgXmAhxE/RZ8iIUlojHWLsW6NwZOHhQX371VWDUKCBbNrN7ZnnMiBKzZWSau5HjM3ky8MYbukZVAh3efx94802xL5rdO+Jn0GeJEH9A8i9t3w689pq+/NVXQLVqwJo1ZvfM8kjWZokGcxZQjLmnsjqb0aZfERUFtGih6ikqQUn8lMQsPXAgBSViKtQsuQFqlohXWLpUf4jIA0U0GK+/rr9xS34mYpkoMVtEprkbeQz9739A//7A5cuAmA9lbIt2KVH4JMQTULNEiL8h/ko7dwJduugPl3HjgMqVJV2zvmzz+mBWixLz28i0u+S28blvn+6P1KOHLijVrStFOoEBAygoEcvAq5gQX8LI8v3HH0D58sDJk3omYynn888/pkV+WRUzosT8NjLNTRjjc5ZEub31FlClCrBsGZA5s55nTEzMlSqZ3U1CkkAznBugGY6YQmysHi03YoSEQiEhJASnO3VC3fnzcfTMGa9FYVkdM6LE/C4yzZ1Rgs2bo/GZMxgTGIjCibXbrjVujKzffAOUK2d2V4nNuMRoOO9BYYmYysGD+L1cObRMXPwXQD8A8xPLrhvwUidmYUQJ3gfgSwANE9dLjGcfAJIcgOOTmAF9lgixC2XL4sLUqXg6MBBRAMoAmAtgFYC6jMIiFuCnr77CuIAAbE0UlK4BeBfAvQAWc3wSH4Dec4T4AR2ffx6V77kHlWvWxGAAbwB4EICU5r3w0EPILRmQCfE2ly4BY8bgKfFFStQc/QygP4CjibtEbtzIKEFieahZIsSPuApgaGAgygP4H4B4ALmXLwfuvVdPaHn6tNldJHbxp/vsM6X1xPDhwJUruFapEiT//LOBgUpQYpQg8SU4WgnxE5yjsIZGRODb8HA0zpcP1yXlQHw88PXX+sNr6FDg3Dmzu0v8kVu39LI8FSoA/foBZ8/qn2fNwvnFi7GLUYLER6GDtxuggzexCqlGYa1apeet+esvfUcplyKaJnmgFSpkdreJr3PzJvDjj3pk5t69+rpixYBhw/S8YIn5khglSKwGHbwJsSHy4DEij2TueBA99BCwYQPw889A9erA1at62oHSpYFevYCjhgcJIS5w7Rrw5Zd6zq8XXtAFpbx5gdGj9bxf3bolSSyZ6vgkxOJQWCLELshDql07qccBLFigZ0oW3xJ52El+G3mwHThgdi+JL3D+vF6ORHJ3ibB95IjYgXXNkhR9lrIlWbKY3UtC3AaFJULsKDS1agWsW6dnTm7USDejSEblihWBtm319bTQk+QcO6YLQiVK6L5v4pNUpoxe4PnwYeDtt1mrkPglFJYIsbPQ1LgxINFya9cCLVsCklF57ly9Dp1E0MlDUOp1EfsiY0LK64gQXaqUSgWgzLjVqgE//KDXdnvlFWqSiF9DYYkQAjzwAPDbb8Du3brjtziA79kDvPaa7qjbp4/+UHSCBXv9hxTP5Zkzul+bRLM1a6YL0RJVKZrIhQuBrVuB9u1Z7JbYAgpLhJD/qFwZGD8eOH4c+OIL3XFXEguOHasXNxWNkxTovXKFBXv9CMe5nDJFL2T7/PO6kDxwoO6DJKa13r2BXbt0TWTz5rpmkhCbwNQBboCpA4hfm2CWLgXGjdM1T4m3i/gsWfCzpuHb2Fjszp8fvy1aZPuCvb5c3Pa1Rx5Bs/Pn8UJQEMqK9sigZk3dxCYaJNE2EuJnsJCuF6GwRGzBoUMYWqYMOgFwrg0v9eikspfol/awIKrPUCQgAM9KqRwAzsVwpG7bDwC+FvMczyXxcy4xzxIhxK2ULo2K06ahclAQHgAQIXXnABQHVD263RJRbkRJSXoCPmitR3S0HvXYpAmOBwTgs0RB6RaA3wE8D6AggJeDg/EGi9sS4oCaJTdAzRKxE1u2bFGlKgRJKdgKUNqmJ4KCEOBswileHGjTBmjdWk+KGRJiXqftitzed+7U82r9+iuwcWMSIfZKtWp4a/t2/CT+3E7/FhkZyeK2xBZcSufzm2EMhJAMIYVQbyQkYG5gIGYnJGDbkiWoJnl4JGpq0SIgKkr3dZIpLAx47DHdMViiqYoUMbv7/oskGl2xQheQZEqenV0yuD/9NNChA/65cAFf1aypF7VNSFDzBPFTI4QkgWY4QkiGC/Y6F0TNa5S8+OUXPVnh/PlA165A/vzAxYuAmHUkyqpoUT3qTtISyL7pLOprp1QFLv1WEY7+/FPPqC3Rinny6DmzJEeWCEqZM+uCakSELsBKyL8kjyxdOtVzyeK2hCSFZjg3QDMcsRsuFUQV09z69boZSDKDJ/dnkhB0SXAoCTIl31N4uG7CSxaa3rt3b4wbN07Nv5C0Bn5Mmr9VEkLK8ZTiyCIkiWntxo2k+4hAKgKSTHJcs2ZNtS0WtyV25hKj4bwHhSVCXODCBf0hL/l6ZJLcPckRzUZ4OC6WK4czpUvj+r334pGOHREdHa20HgsXLvS7VAXOofwtWrRQv7V0vnxY+NFHyLpnD3IfPozsUpxWEoc6+4YJhQoBDRvqvmEyv+ce5kEixI7C0ogRI/Dbb79h27Zt6i3ooqj174D8tGHDhmHChAlq//r16+Prr79GeTEXJHL+/Hn06tULv/76q7LXt2vXTr3JZc+ePd19o7BEyF1w6hSwcqXuZ/PXX7pDcnJhQIQJADsASB7xvU7TWQ/fwsQUNnDgQIwaNQq1ajkH2buR69dxb9askDtTJQA1EqcKqe0vmjdn4UjuaRSOCHEZv3PwFtXw008/jXr16mGihL6mA7m5jR07Ft9//z1Kly6NIUOGoFmzZti9ezcyix1fcox07IiTJ09iyZIluHnzJl588UX06NEDM2bM8PAvIoQ4tCKS9FAm4fp1YPt2YNMm/DtrFmLXrFECRMnE6fHk/583r55dXCYp6iomKOdJboB3IUg4ZyrPsLAUFwecPq1P4jd04ACwf/9/82PHkIJ+TSHu2dsCAlCqbVtU7dwZqFFDz65N4YgQr+EzmiWDyZMno2/fvnfULMnPKlKkCPr3748333xTrRPJsWDBguo72rdvjz179uCee+7Bpk2bHDfBRYsWoWXLljh27Jj6//RAzRIhnk1V8HDNmkrTcg+Aional0aFCyPTyZN3/gLJPG0ITiKYSekOuU6dJ2OdaJSDg3Hi5ElclDIvgYF45dVXceb8eeTJkwfffPstAuLikCdTJhSSfcV/KPl0/rwuFInGTCb5LOvuRK5cuFq0KObv3o1t8rsBbAUg7u8M5SfEM/idZslVDh06hFOnTqGpRIckIgekTp06WL9+vRKWZB4WFpbkbVH2F3Pcxo0b0VaqbKfiECmT88EmhHiOywDWBAZilVN4e+SCBbhftEmimdm7V58OHwZOnNBr28kkL1UiwIivj0zpRF6TjFelP42VIvA89VTGf4QUnC1YUE+bUK6cPon5zJjnzYt9W7fiucRQfvmNRkg/IcRc/FZYEkFJEE2SM7JsbJN58hDZ4OBg9QZp7JMSI0eOxPDhwz3Sb0JIUozw9uLFi6Nr167KDB8VFaVfuxLlJZF0MqWECErOwpNksJaXG2OKiUm6fPmyEk6uXb2KixcuqNwqMgU4zeU1KXuBAsghWirRWjlP0h/JKVW4sC4YyT7GlDu30lRl+LcSQuwpLA0aNAgff/xxmvuIqaySvD1aiMGDB6Nfv35JNEtycyOEuJ9ixYrh8OHDjvB28SlMd3i7CDCitXEK6kgPEmi/1ylTuTOeNInd1W8lhPinsCT+RF26dElznzLisJkB5O1MOH36NArLW14islxdMtgm7iPhuc7cunVLRcgZ/58ScuPizYsQ7+F8vYkQ4c3rz9kk5o3s1mb+VkKIBYWl/Pnzq8kTSPSbCDzLli1zCEeiARJfpFdeeUUtS2SdOIrLm6LxBrl8+XJ1QxTfJkKIfaFJjBDicz5LR48eVRofmcfHx6t8S0K5cuUcOZHEXCf+ROKYLW9kEjX3wQcfqLxKRuoAiXBrI8U9IRUXKqN58+bo3r27SvUvqQNef/115fyd3kg4Qoh/QpMYIcTnhKWhQ4eqfEkGNSTXCCSP3Qo8/PDD6vO+fftU+J+BJJK7evWqusmJBunBBx9UqQGMHEvC9OnTlYDUpEkTR1JKyc1ECCE0iRFCfDLPkhVhniVCCCHEf5/facexEkIIIYTYHApLhBBCCCFpQGGJEEIIISQNKCwRQgghhKQBhSVCCCGEkDSgsEQIIYQQkgYUlgghhBBC0oDCEiGEEEJIGlBYIoQQQgjxh3InVsZIgi6ZQAkhhBDiGxjP7TsVM6Gw5AYuX76s5lKdnBBCCCG+9xyXsiepwdpwbiAhIQEnTpxAjhw5VLFN4rpkL4JmVFQUa+u5AR5P98Lj6V54PN0Lj+fdISKQCEpFihRBYGDqnknULLkBOcDFihUzuxs+j1zovNjdB4+ne+HxdC88nu6FxzPjpKVRMqCDNyGEEEJIGlBYIoQQQghJAwpLxHQyZcqEYcOGqTm5e3g83QuPp3vh8XQvPJ7egQ7ehBBCCCFpQM0SIYQQQkgaUFgihBBCCEkDCkuEEEIIIWlAYYkQQgghJA0oLBGvM2LECDzwwAPImjUrwsLC0vU/EocwdOhQFC5cGFmyZEHTpk2xf/9+j/fVFzh//jw6duyoEtLJ8ezatSuuXLmS5v88/PDDKtu88/Tyyy97rc9WY/z48ShVqhQyZ86MOnXq4K+//kpz/59++gmVKlVS+1epUgW///671/rqb8dz8uTJt41F+T8CrFq1Co8//rjKLi3HZe7cuXf8n5UrV+L+++9X0XHlypVTx5fcPRSWiNeJi4vD008/jVdeeSXd/zNq1CiMHTsWERER2LhxI7Jly4ZmzZohNjYWdkcEpV27dmHJkiVYsGCBusH26NHjjv/XvXt3nDx50jHJMbYjP/74I/r166fCr7ds2YJq1aqpsRUdHZ3i/uvWrUOHDh2UULp161a0adNGTX///bfX++4Px1MQQd95LB45csSrfbYqV69eVcdPhM/0cOjQIbRq1QqNGjXCtm3b0LdvX3Tr1g2LFy/2eF/9HkkdQIgZfPfdd1quXLnuuF9CQoJWqFAh7ZNPPnGsu3jxopYpUybthx9+0OzM7t27JfWHtmnTJse6hQsXagEBAdrx48dT/b+GDRtqffr08VIvrU3t2rW11157zbEcHx+vFSlSRBs5cmSK+z/zzDNaq1atkqyrU6eO1rNnT4/31R+PZ3rvA3ZHrvM5c+akuc/AgQO1e++9N8m6Z599VmvWrJmHe+f/ULNELI+8LZ06dUqZ3pxr+Yh6f/369bAz8vvF9FarVi3HOjlOUq9QNHBpMX36dOTLlw/33XcfBg8ejGvXrsGOWs7IyMgkY0uOnSynNrZkvfP+gmhO7D4WM3o8BTEblyxZUhWEbd26tdKUEtfh2PQcLKRLLI8ISkLBggWTrJdlY5tdkd9foECBJOuCg4ORJ0+eNI/Nc889px5O4guxY8cOvPXWW9i3bx9mz54NO3H27FnEx8enOLb27t2b4v/IceVYdN/xrFixIiZNmoSqVasiJiYGo0ePVj6NIjCxQLlrpDY2L126hOvXryt/T5IxqFkibmHQoEG3OWkmn1K7WRLvH0/xaZI3TnFOFp+nKVOmYM6cOTh48KBbfwchd6JevXro1KkTqlevjoYNGyqBPX/+/Pjmm2/M7hohDqhZIm6hf//+6NKlS5r7lClTJkPfXahQITU/ffq0ioYzkGW5wdr5eMqxSe44e+vWLRUhZxy39CAmTeHAgQMoW7Ys7IKYIYOCgtRYckaWUzt+st6V/e1ERo5nckJCQlCjRg01FolrpDY2xYGeWqW7g8IScQvyJiiTJyhdurS6CSxbtswhHIlaWXxyXImo88fjKW/lFy9eVH4iNWvWVOuWL1+OhIQEhwCUHiRyRnAWRu1AaGioOm4ytiSiTZBjJ8uvv/56qsdctkukkYFEIsp6u5OR45kcMePt3LkTLVu29HBv/Q8Zg8nTWHBsugmzPcyJ/Thy5Ii2detWbfjw4Vr27NnVZ5kuX77s2KdixYra7NmzHcsfffSRFhYWps2bN0/bsWOH1rp1a6106dLa9evXNbvTvHlzrUaNGtrGjRu1NWvWaOXLl9c6dOjg2H7s2DF1PGW7cODAAe29997TNm/erB06dEgd0zJlymgPPfSQZkdmzpypIisnT56sogt79OihxtqpU6fU9hdeeEEbNGiQY/+1a9dqwcHB2ujRo7U9e/Zow4YN00JCQrSdO3ea+Ct893jKfWDx4sXawYMHtcjISK19+/Za5syZtV27dml2R+6Jxv1RHtdjxoxRn+UeKshxlONp8O+//2pZs2bVBgwYoMbm+PHjtaCgIG3RokUm/gr/gMIS8TqdO3dWF37yacWKFY59ZFlCip3TBwwZMkQrWLCguhE3adJE27dvn0m/wFqcO3dOCUcieObMmVN78cUXkwieIhA5H9+jR48qwShPnjzqWJYrV07dXGNiYjS7Mm7cOK1EiRJaaGioCn3fsGFDkjQLMmadmTVrllahQgW1v4Rq//bbbyb02j+OZ9++fR37yvXdsmVLbcuWLSb13FrINZvSvdI4fjKX45n8f6pXr66Op7wEOd9HScYJkD/u0lIRQgghhPgbjIYjhBBCCEkDCkuEEEIIIWlAYYkQQgghJA0oLBFCCCGEpAGFJUIIIYSQNKCwRAghhBCSBhSWCCGEEELSgMISIYQQQkgaUFgihGSIlStXIiAgQNWmEyZPnoywsDCPtinFhY2aY2aSvB8PP/xwklpxvoAZ548QX4XCEiEWePDKQ+ujjz5Ksn7u3Llqva/w7LPP4p9//rGEAGBMBQsWRLt27fDvv/+6tZ0vvvhCCReuEBcXh1GjRqFatWrImjUr8uXLh/r16+O7777DzZs34Y/n7/Dhw+o8GIWaM4oU133ggQfw5JNPJlkfExOD4sWL45133rnLnhKSNhSWCLEAmTNnxscff4wLFy649XvlAe0tsmTJggIFCsAK7Nu3DydOnMBPP/2EXbt24fHHH1cPXHeRK1cul7Qwch6aNWumBOIePXpg3bp1+Ouvv/Daa69h3Lhxqo+eIr1jwErnLzlBQUFKOF20aBGmT5/uWN+rVy/kyZMHw4YNM7V/xP+hsESIBWjatCkKFSqEkSNHprnfL7/8gnvvvReZMmVCqVKl8OmnnybZLuvef/99dOrUCTlz5lQPZsO8smDBAlSsWFFpNZ566ilcu3YN33//vfqf3Llzo3fv3kkEiqlTp6JWrVrIkSOH6ttzzz2H6OjoVPuW3Iwj3+us5TEmg6ioKDzzzDPqf+SB17p1a6WJMJC+9OvXT23PmzcvBg4cKIW/03U85aFfuHBhPPTQQxg6dCh2796NAwcOpGhqSq7B+7//+z9Ur14d33zzjdJayPGSfooWI6PmwM8//xyrVq3CsmXLlIAk31+mTBl1TDdu3Ijy5cur/W7cuKHOg/RfBOgHH3wQmzZtSvJdf/75J2rXrq3GgPzGQYMG4datW0lMgq+//royC4r2SoQ04ffff0eFChWUUNSoUaMkx1pIfmyM4yDjQM6lCIjt27fH5cuXHfuI8CJ9NM7RY489hoMHDzq2ly5dWs1r1KihjrH0zeB///sfKleurH5npUqV8NVXX6V5DKXvImyKgHTy5EnMmzcPM2fOxJQpUxAaGpruc0FIRqCwRIhF3pw//PBDpWU4duxYivtERkaqh7Y8sHbu3KkeZkOGDLnNHDR69Ghl6tm6davaLohgNHbsWPVwkQecmKvatm2rHqAyyQNRhIOff/7Z8T1iGhLBa/v27UqgkIerCAnpRR7y8lCTSX5T3bp10aBBA8d3y0NcBLHVq1dj7dq1yJ49O5o3b+7QhIggKL9t0qRJWLNmDc6fP485c+a4fGxFOHBVyyaC1axZs/Drr7+q4yXH8tVXX0VGEW2ICMQiNCQnJCQE2bJlU59FIBSBWITYLVu2oFy5cuo4yW8Xjh8/jpYtWyI8PFydl6+//hoTJ07EBx98kOQ75f9FgJDjGhERoQRTMWGJhk1MYt26dVNC1p0QwUfOvQjaMomg5mwuvnr1qhJoN2/erATBwMBANa4SEhLUdtGeCUuXLlXjYPbs2Y7jIULsiBEjsGfPHjX2ZaxKv9NCBCUZ2y+88IJ6EZDvkGVCPI5GCDGVzp07a61bt1af69atq7300kvq85w5c0SN4tjvueee0x555JEk/ztgwADtnnvucSyXLFlSa9OmTZJ9vvvuO/U9Bw4ccKzr2bOnljVrVu3y5cuOdc2aNVPrU2PTpk3qe4z/WbFihVq+cOGCo51cuXKl+L+9e/dWfYuOjlbLU6dO1SpWrKglJCQ49rlx44aWJUsWbfHixWq5cOHC2qhRoxzbb968qRUrVsxxrFIieZ9OnDihPfDAA1rRokXV96fUx+THediwYVpQUJB27Ngxx7qFCxdqgYGB2smTJ287Z0LDhg21Pn36pNov+V1yDNLiypUrWkhIiDZ9+nTHuri4OK1IkSKO4/D222/fdtzGjx+vZc+eXYuPj3f0pUaNGkm+e/DgwUnGifDWW2+lef7kOMgYuXTpUpLxVqdOnVR/w5kzZ9R37ty5Uy0fOnRILW/dujXJfmXLltVmzJiRZN3777+v1atXT7sTe/bsUd9ZpUoVNSYI8QbULBFiIcRvSd6u5W07ObJOHIKdkeX9+/cnMZ+J6Sw5YkoqW7asY1kcn8W0Itoc53XOZjbRZIkmokSJEkoD1LBhQ7X+6NGjLv2mb7/9Vmk/5s+fj/z586t1ohUR7Y18r/RBJjHFxcbGKm2GmLxEE1GnTh3H9wQHB6f421KiWLFiSltTpEgRpf0QbY0rphr5zUWLFnUs16tXT2lLxBcqI6THfCi/WzRuzudYtE5icjPGg8ylL85mQ9n/ypUrSTSSNWvWTPLd8n/Ox9L4TXdCxoicIwMx+zmPERl7HTp0UCZFMfvK/ncaI3I+5Ld27drVce5lEu2YswkvNUTTKOP50KFDqWphCXE3wW7/RkJIhhEfGzG7DB482CWTlzOGSccZeeg6Iw/blNYZ5hN5oEk/ZBKTiQg58gCUZVfMWStWrFCmkx9++AFVq1Z1rJeHuzzQnZ11DQyB6m4Q0548vMX3x/lhL2ai5IKLNyLRxN9m79698BYpjYGMkNYYEUSYLlmyJCZMmKAEU9l23333pTlG5NwL8j/JBTgxR6eFOMZ/9tln+OOPP5RwJQKXmPh8KWqU+CbULBFiMcQnRHxl1q9fn2S9OMOKD4ozsiwP4js9ZFxFHuznzp1TfRE/I3HATcu5OyVEcySO5G+//fZtId/333+/0kqIMCN+Oc6TOBLLJFoMcX42ECdm0XalB3EsFk2as6BkCGLioCzCoEFKYe0iGEo0ncGGDRuUoCUO8hlBHLnloS6+T8kRYU36I/01/Iyct4nv1z333OMYAzIunAU+2V9+p2jTUkP+z/Afcv5Nd4OMD9G0vfvuu2jSpIlqI3k0p6HNc9Z8igZTBCtJ55D83BsO4SkhfnfyAvHKK68oB3XRVspvEp8sQjwNhSVCLEaVKlXQsWNH5ZDtTP/+/ZUTrThdSz4cMdd9+eWXePPNN93eBzFDyYNOHM7loSYmNGk3vVy/fl1pHcShWRxxT5065ZgE+X0SqSURcKIFEpOKOJ1LJJhhWunTp48S1sTBWIQ3cbA2EihmFNFkiAlHBDgx+cyYMSPFfEkSodW5c2dlLpT+Sb/EuV6iAjOCRKaJuUyEivHjx6vvleMqTuTi+C6Co2iDRBAYMGCAciqXCL7u3bsrIUE0KIIcA3HWFm2dHBOJCJOweXGyFmEuNV5++WXVhny3CDip/W5XkAhKiYATM6sIxsuXL1f9cEaEYXGwl99z+vRpR0Th8OHDVeSnjHEZyxKwIPmmxowZk2p7om0VIdFwMBeTnwQziFN88sg+QtyOVzyjCCGpktxZ2HCMDQ0NTeJ4LPz888/KUVccgUuUKKF98sknSbaLE/Vnn32WZF1KTs3ivFutWrU0+yEOuKVKldIyZcqkHG/nz5+fxFk3LQdvw7E3pclAnKU7deqk5cuXT7VRpkwZrXv37lpMTIzaLs674jSdM2dOLSwsTOvXr5/a3xUH75QQh+5y5copp+vHHntM+/bbb29z8JZj89VXXynn6syZM2tPPfWUdv78+VSP1Z0cvIXY2Fht5MiRyjFZvjNPnjxa/fr1tcmTJzscla9fv6716tXLcUxk+19//ZXke1auXKmFh4er8VGoUCHlqO3s6JxaX3799Vf1u+V7GzRooE2aNOmODt7Jx4iMLRljBkuWLNEqV66svrNq1aqqb/KdcowNJkyYoBUvXlw5yEvfDMSRvXr16up35M6dW3vooYe02bNnp3js5HvF6X716tW3bXv00Ue1xo0bJ3F6J8TdBMgf94tghBDim0hKBtFm3W3WaUKI/0AzHCGEEEJIGlBYIoQQQghJA5rhCCGEEELSgJolQgghhJA0oLBECCGEEJIGFJYIIYQQQtKAwhIhhBBCSBpQWCKEEEIISQMKS4QQQgghaUBhiRBCCCEkDSgsEUIIIYQgdf4fnvm9L9MHRpcAAAAASUVORK5CYII=",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "dist_hex = distribution.HexagonalDistribution()\n",
    "dist_hex.generate_points(num_rings=6)\n",
    "dist_hex.view()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Now, let's trace a grid of rays through the reverse telephoto lens.\n",
    "\n",
    "We use the normalized field coordinates (Hx, Hy) and trace the on-axis field at (0, 0). We specify the wavelength and grid distribution."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "rays = lens.trace(Hx=0, Hy=0, wavelength=0.55, num_rays=1024, distribution=\"random\")"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "There are many ray properties we can extract:\n",
    "\n",
    "- x, y, z intersections per surface\n",
    "- L, M, N ray direction cosines per surface\n",
    "- Ray intensity\n",
    "- Ray optical path length\n",
    "\n",
    "\n",
    "Let's plot a few of these to show how to access them."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "num_surfaces = lens.surface_group.num_surfaces\n",
    "\n",
    "# take intersection points on last surface only\n",
    "x_image = lens.surface_group.x[num_surfaces - 1, :]\n",
    "y_image = lens.surface_group.y[num_surfaces - 1, :]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.scatter(x_image, y_image, s=3)\n",
    "plt.axis(\"image\")\n",
    "plt.xlabel(\"X [mm]\")\n",
    "plt.ylabel(\"Y [mm]\")\n",
    "plt.title(\"Field Point (0, 0), $\\\\lambda$=0.55 µm\")\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's add the optical path length of the ray as the color attribute of each point. Let's trace a different distribution to use for plotting."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<optiland.rays.real_rays.RealRays at 0x298c45f22d0>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "lens.trace(Hx=0, Hy=1, wavelength=0.55, num_rays=15, distribution=\"hexapolar\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "opd = lens.surface_group.opd[num_surfaces - 1, :]\n",
    "x_image = lens.surface_group.x[num_surfaces - 1, :]\n",
    "y_image = lens.surface_group.y[num_surfaces - 1, :]\n",
    "\n",
    "plt.scatter(x_image, y_image, s=3, c=opd)\n",
    "plt.xlabel(\"X [mm]\")\n",
    "plt.ylabel(\"Y [mm]\")\n",
    "plt.title(\"Field Point (0, 1), $\\\\lambda$=0.55 µm\")\n",
    "cbar = plt.colorbar()\n",
    "cbar.ax.get_yaxis().labelpad = 25\n",
    "cbar.ax.set_ylabel(\"Optical Path Length [mm]\", rotation=270)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Lastly, let's look at the z direction cosine of the rays. This shows how close the rays are to parallel with the optical axis.\n",
    "\n",
    "Again, let's retrace a grid of rays. This time we'll use an arbitrary field with \"many\" rays (≈128**2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "rays = lens.trace(\n",
    "    Hx=0.825,\n",
    "    Hy=0.478,\n",
    "    wavelength=0.567,\n",
    "    num_rays=128,\n",
    "    distribution=\"uniform\",\n",
    ")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "x_image = lens.surface_group.x[num_surfaces - 1, :]\n",
    "y_image = lens.surface_group.y[num_surfaces - 1, :]\n",
    "N = lens.surface_group.N[num_surfaces - 1, :]\n",
    "\n",
    "plt.scatter(x_image, y_image, s=3, c=N)\n",
    "plt.axis(\"image\")\n",
    "plt.xlabel(\"X [mm]\")\n",
    "plt.ylabel(\"Y [mm]\")\n",
    "plt.title(\"Field Point (0.825, 0.478), $\\\\lambda$=0.567 µm\")\n",
    "cbar = plt.colorbar()\n",
    "cbar.ax.get_yaxis().labelpad = 25\n",
    "cbar.ax.set_ylabel(\"Z Direction Cosine\", rotation=270)\n",
    "plt.xticks(rotation=45)\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "There are many other properties available, which can be seen in optiland.surfaces.SurfaceGroup.\n",
    "\n",
    "In general, the ray information is saved in a 2D matrix with shape (num_surfaces x num_rays). All ray information is available after ray tracing, which can be configured generically. For example, various distributions can be used, but user-defined rays may also be specified. This will be discussed later."
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": ".venv",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
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